II.
SkillArea JSON
Structured · liveskill-area:data-warehouse-modeling
Data Warehouse Modeling json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:data-warehouse-modeling",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-data-eng.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Data Warehouse Modeling",
"description": "Dimensional modeling, star/snowflake schemas, slowly-changing\ndimensions, and modern lakehouse table design.\n",
"domains": [
"specialization:data-engineering-analytics"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:data-warehouse-modeling",
"to": "specialization:data-engineering-analytics",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
}
],
"incomingEdges": [
{
"from": "skill-area:data-visualization",
"to": "skill-area:data-warehouse-modeling",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "helpful"
}
},
{
"from": "skill-area:data-lakehouse-architecture",
"to": "skill-area:data-warehouse-modeling",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "helpful"
}
},
{
"from": "stack-part:data-warehouse",
"to": "skill-area:data-warehouse-modeling",
"kind": "stack_part_used_by",
"attributes": {}
},
{
"from": "stack-profile:data-lakehouse",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:batch-processing",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:data-warehouse-bi",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:real-time-analytics-stack",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:data-lake-stack",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area"
},
{
"from": "lib-agent:data-engineering-analytics--data-warehouse-architect",
"to": "skill-area:data-warehouse-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-engineering-analytics--dbt-project-engineer",
"to": "skill-area:data-warehouse-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:data-engineering-analytics--dimensional-modeler",
"to": "skill-area:data-warehouse-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-engineering-analytics--migration-specialist",
"to": "skill-area:data-warehouse-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:software-architecture--data-architect",
"to": "skill-area:data-warehouse-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-engineering-analytics--bi-semantic-layer-generator",
"to": "skill-area:data-warehouse-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:data-engineering-analytics--cost-optimizer",
"to": "skill-area:data-warehouse-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:data-engineering-analytics--dbt-project-analyzer",
"to": "skill-area:data-warehouse-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:data-engineering-analytics--dimensional-model-validator",
"to": "skill-area:data-warehouse-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-engineering-analytics--obt-design-optimizer",
"to": "skill-area:data-warehouse-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-engineering-analytics--scd-implementation-generator",
"to": "skill-area:data-warehouse-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-engineering-analytics--sql-query-optimizer",
"to": "skill-area:data-warehouse-modeling",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "role:database-administrator",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:data-engineer",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:data-architect",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:business-intelligence-analyst",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:chief-data-officer",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "workflow:self-serve-analytics-enablement",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:end-to-end-customer-journey-audit",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:data-warehouse-schema-governance",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:data-warehouse-cost-optimization",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:climate-risk-scenario-analysis",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:inventory-optimization-review",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:hotel-revenue-management-review",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:scenario-planning-workshop",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:donor-stewardship-cycle",
"to": "skill-area:data-warehouse-modeling",
"kind": "requires_skill_area",
"attributes": {}
}
]
}